CET Perceptually Uniform Colour Maps

The cetcolor package is designed to bring to R the colour maps created by Peter Kovesi in Kovesi (2015). These colour maps avoid points of locally high colour contrast leading to the perception of false anomalies in your data when there are none. The colour maps have been designed to avoid this phenomenon by having uniform perceptual contrast over their whole range.

This vignette attempts to summarize information presented at http://peterkovesi.com/projects/colourmaps/.

Supported Colour Maps

There are 56 supported colour maps organised according to the attributes:

Linear
Diverging
Rainbow
Cyclic
Isoluminant
Colourblind

Organisation of Colour Maps

The colour maps have a short name and a long name. The shortname is meant to use while graphing and the long name is meant to understand how the color map was generated.

The shortnames are created by having at the start one or two characters to indicate whether the map is: linear (l), diverging (d), rainbow (r), cyclic(c), isoluminant (i) or colour blind (cb). From there, a number is appended to the end. For example, the linear greyscale is ‘l1’, the heat colour map is ‘l3’, and the blue-white-red diverging map is ‘d1’ and so on. Below, you will see each of the sections of colourmaps in a visual catalog with their shortnames.

Each colour map is also assigned a “long” named as follows:

                    linear_kryw_5-100_c67_n256
                      /      /    |    \    \
Colour map attribute(s)     /     |     \    Number of colour map entries
                           /      |      \
     String indicating nominal    |       Mean chroma of colour map
     hue sequence.                |
                              Range of lightness values

Moreover, the colour map name may contain cyclic shift information as well as indicating whether it has been reversed by a flag.

              cyclic_wrwbw_90-40_c42_n256_s25_r
                                          /    \
                                         /   Indicates that the map is reversed.
                                        / 
                   Percentage of colour map length
                   that the map has been rotated by.

Colour Maps

Please note, some colormaps have been “deprecated” from the initial release. As a result, these colormaps do not have a shortname and, thus, their long-name are displayed. In a future release, we will likely remove these color schemes.

Linear

library("cetcolor")
display_cet_attribute(attribute = "linear")

Diverging

display_cet_attribute(attribute = "diverging")

Rainbow

display_cet_attribute(attribute = "rainbow")

Cyclic

display_cet_attribute(attribute = "cyclic")

Isoluminant

display_cet_attribute(attribute = "isoluminant")

Overall

display_cet_all()

Kovesi, Peter. 2015. “Good Colour Maps: How to Design Them.” CoRR abs/1509.03700. http://arxiv.org/abs/1509.03700.

James Balamuta with material heavily taken from Peter Kovesi

2023-11-14